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software testing

3,351 papers

#explainable ai Open access Sep 2026

Code for: Deep Learning for Odontoid Fractures: The Critical Role of Patient-Level Partitioning and Grad-CAM Verification in Model Generalization

Description This repository contains the complete, reproducible PyTorch source code for the study "Deep Learning for Odontoid Fractures: The Critical Role of Patient-Level Partitioning and Grad-CAM Verification in Model Generalization". The codebase implements an end-to-end deep learning framework designed to eliminate...

Yunus Emre Kıymaz, Şakir Taşdemir, Burak Gezer et al. · 0 citations
#explainable ai Open access Sep 2026

Beyond Traditional Engineering: How BIM Is Reshaping Engineering

This conceptual working paper introduces the Integrated BIM-to-Decision Framework, a six-layer architecture that connects the origin of information demand to accountable engineering decisions and closes the process through structured feedback. It addresses a persistent limitation in BIM implementation: the tendency to...

Housien Al khadraa · 0 citations
#explainable ai Open access Sep 2026

Code for: Deep Learning for Odontoid Fractures: The Critical Role of Patient-Level Partitioning and Grad-CAM Verification in Model Generalization

Description This repository contains the complete, reproducible PyTorch source code for the study "Deep Learning for Odontoid Fractures: The Critical Role of Patient-Level Partitioning and Grad-CAM Verification in Model Generalization". The codebase implements an end-to-end deep learning framework designed to eliminate...

Yunus Emre Kıymaz, Şakir Taşdemir, Burak Gezer et al. · 0 citations
#large language models Open access Sep 2026

Automated Risk of Bias Assessment in Systematic Reviews Using Large Language Models: A Multi-Model Single-Agent Benchmark on 227 Randomised Controlled Trials

Code and data accompanying a benchmark of eleven large language models on zero-shot Cochrane Risk of Bias 1.0 assessment of 227 randomised controlled trials drawn from 123 Cochrane systematic reviews published in 2024. The deposit has two independent halves. The first is the assessment pipeline: a containerised web app...

Luiz Felipe Guain Teixeira, Cassiano Pereira de Barros, Victor Alexandre dos Santos Valsecchi et al. · 0 citations
#large language models Open access Sep 2026

Artifact of Live Noise Fingerprints as an Empirical Semantics for Noisy Quantum Channels

Abstract Quantum computations execute on noisy hardware whose effective noise is opaque and varies across platforms and over time. Complete descriptions of the underlying noise channel are often too detailed for reasoning, comparison, or analysis. We therefore study the semantic problem of constructing tractable abstra...

Anonymous for Peer Review · 0 citations
#software testing Open access Sep 2026

PrintPulse: An Evidence-Audit Tool for FDM Vibration Monitoring

PrintPulse is portable offline software for auditing evidence in fused deposition modeling (FDM) vibration-monitoring studies. It verifies recording integrity, G-code and label dependence, timing controls, replication, control experiments, and the strongest claim supported by the supplied evidence. The software provide...

Suliman Badour · 0 citations
#software testing Open access Sep 2026

Walking on Thin Ice?: Defending RAG-based Code Recommender Systems Against Poisoning Attacks

Large Language Models (LLMs) have been extensively adopted in software engineering to automate various tasks, including code comment generation, debugging, testing, and most notably, code generation. Retrieval-Augmented Code Generation (RACG) further enhances LLMs by incorporating external code repositories at inferenc...

Vu Hai Dang · 0 citations

Influencer Marketing Practices and Brand Performance of Selected Smart Phone Firms in South-South Nigeria

The study examined the effect of influencer marketing practices on brand performance of selected smart phone firms in the South-South Nigeria. The general objective of the study is to examine the effect of influencer marketing practices on brand performance of selected smart phone firms in south-south Nigeria. The spec...

O. J. DIEMUODEKE · 0 citations
#software testing Open access Sep 2026

Acoustic residual-capacity toolkit for cumulative impact assessment

Implementation of ISO 9613-2 outdoor sound propagation and of residual acoustic capacity in the energy domain, supporting the field-capacity demonstration reported in “When environmental capacity is not a number: residual capacity and allocation in cumulative impact assessment”. The code computes octave-band sound pres...

Thiago François Queiros Lefebure · 0 citations
#software testing Dataset Open access Sep 2026

micro-XRCT data sets of ultra high performance concrete cores during different stages of high-frequency fatigue testing with 50 Hz

The dataset contains micro X-ray computed tomography (micro-XRCT) data from cylindrical ultra-high-performance concrete (UHPC) cores examined at different stages of high-frequency fatigue damage. Each core had a diameter of 6.35 mm and a length of 16 mm. The cores were extracted from the same UHPC block. However, diffe...

Matthias Ruf, Hamidreza Madadi, Holger Steeb · 0 citations

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Microsoft Research Blog Nov 5, 2026

Formally verifying agent-written full-stack web apps with PDD Kit

AI agents can generate code at a scale that’s hard for humans to review line-by-line. PDD Kit helps ensure the code is doing what the developer intended by creating formal specifications and testing against them. It converts developer intent into a Verus specification, proves AI-generated code meets it for every input, and uses tests where proofs aren't practical. Developers review intent, not every line. The post Formally verifying agent-written full-stack web apps with PDD Kit appeared first o…

GPT-Lab Nov 3, 2026

Sovereignty Is the Option to Leave

Is your company’s AI sovereign? A practical guide for CIOs on AI vendor lock-in, EU Data Act switching, cloud sovereignty, and testing your exit plan before you need it. The post Sovereignty Is the Option to Leave appeared first on GPT-Lab.

Microsoft Research Blog Oct 30, 2026

From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence

Evaluating Microsoft Copilot at enterprise scale requires test data that captures the full complexity of real organizations, yet real enterprise data contains sensitive information that cannot be used for evaluation under any circumstances. The post From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence appeared first on Microsoft Research.

Microsoft Research Blog Oct 29, 2026

Microsoft Research Focus – Edition #97

Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.

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